ai-fairness-360
OfficialEnsure AI fairness and mitigate bias.
AuthorDTMC-marketplace
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the critical need to identify, report, and reduce discrimination and bias within machine learning models, ensuring ethical AI development and deployment.
Core Features & Use Cases
- Fairness Metrics: Utilizes over 70 metrics to quantify bias in AI models.
- Bias Mitigation: Implements 12 algorithms to actively reduce identified biases.
- Compliance: Assists in meeting EU AI Act requirements for fundamental rights (Art. 10, Art. 27).
- Use Case: A financial institution can use this Skill to audit its loan application AI model for racial or gender bias, and then apply mitigation techniques to ensure fair lending practices.
Quick Start
Use the ai-fairness-360 skill to assess a machine learning model for bias.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ai-fairness-360 Download link: https://github.com/DTMC-marketplace/governance/archive/main.zip#ai-fairness-360 Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.